How to use fast super-resolution machine learning model on iOS
I want to use super-resolution at high speed
The super-resolution model may run too long to improve the user experience in mobile apps or to super-resolution videos.
Fast-SRGAN
It is a super-resolution model that can be executed at high speed.
Convert this for iOS and run it.
#conversion
Load the model from the checkpoint and convert it to CoreML format.
Transforms the output shape for the image and denormalizes it.
I was able to run it in 0.42 seconds on iPhone11.
Conversion Script:
Converted Model:
https://github.com/john-rocky/CoreML-Models#fast-srgan
🐣
I’m a freelance engineer.
Work consultation
Please feel free to contact us with a brief development description.
rockyshikoku@gmail.com
I am making an app that uses Core ML and ARKit.
We send machine learning / AR related information.
